minhh-nguyen opened a new pull request, #26105:
URL: https://github.com/apache/datafusion/pull/26105

   ## Which issue does this PR close?
   
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   - Closes #26071 
   
   ## Rationale for this change
   
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   `EXPLAIN ANALYZE` reports `output_bytes` for every operator, and recording
   that metric was costing more than the metric is worth. `BaselineMetrics`
   called `get_record_batch_memory_size` on each output batch, which walks
   every column and every child of a nested column and inserts each buffer's
   address into a hash set so shared buffers are counted once.
   
   That exact accounting is required for memory reservations, but it is not
   required for a metric that is only displayed, and its cost grows with the
   width and nesting of the schema rather than with the data. In a sampled
   profile of a wide plan run through Sail on DataFusion 55.1,
   `record_poll` -> `get_record_batch_memory_size` was about 12% of plan
   execution.
   
   This PR computes the metric without materializing `ArrayData`.
   
   ## What changes are included in this PR?
   
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   - `BaselineMetrics` records `output_bytes` as the sum of each output
     column's `Array::get_array_memory_size` instead of calling
     `get_record_batch_memory_size`.
   - `get_record_batch_memory_size` and `RecordBatchMemoryCounter` are
     unchanged, so memory reservations keep exact, deduplicated accounting.
    Every operator that reserves against batch memory still uses them  directly.
   - Document that `output_bytes` is now an approximation, and update the
     metric description in `docs/source/user-guide/metrics.md`.
   
   ## What is the testing strategy for this PR?
   
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   no new test;  output_bytes values are unchanged in existing sqllogictests; 
   note that hardcoded timings in explain_analyze.slt fail identically on main
   
   ## Are there any user-facing changes?
   
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   `EXPLAIN ANALYZE` now reports `output_bytes` as an approximation rather
   than a buffer-deduplicated total. A buffer shared between columns or
   between an array and its children is counted once per reference, and each
   array's own in-memory struct is included. The metric description in
   `docs/source/user-guide/metrics.md` was updated to say so. No query
   results, public APIs, or memory accounting behavior change.


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